Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 467 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 73.0 KiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 4 |
| Text | 1 |
DEM is highly overall correlated with ID and 7 other fields | High correlation |
FIPS is highly overall correlated with STATE and 1 other fields | High correlation |
FRG is highly overall correlated with NLCD | High correlation |
ID is highly overall correlated with DEM and 6 other fields | High correlation |
KFactor is highly overall correlated with DEM and 1 other fields | High correlation |
Latitude is highly overall correlated with MAT and 2 other fields | High correlation |
Longitude is highly overall correlated with DEM and 6 other fields | High correlation |
MAP is highly overall correlated with NDVI and 1 other fields | High correlation |
MAT is highly overall correlated with DEM and 6 other fields | High correlation |
NDVI is highly overall correlated with MAP and 1 other fields | High correlation |
NLCD is highly overall correlated with DEM and 3 other fields | High correlation |
SOC is highly overall correlated with MAP and 1 other fields | High correlation |
STATE is highly overall correlated with DEM and 6 other fields | High correlation |
STATE_ID is highly overall correlated with DEM and 6 other fields | High correlation |
SiltClay is highly overall correlated with KFactor | High correlation |
Slope is highly overall correlated with DEM and 3 other fields | High correlation |
ID is uniformly distributed | Uniform |
ID has unique values | Unique |
Longitude has unique values | Unique |
Latitude has unique values | Unique |
Reproduction
| Analysis started | 2025-09-15 01:16:15.746493 |
|---|---|
| Analysis finished | 2025-09-15 01:16:32.574437 |
| Duration | 16.83 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
ID
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 467 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 237.88009 |
| Minimum | 1 |
|---|---|
| Maximum | 473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 24.3 |
| Q1 | 120.5 |
| median | 238 |
| Q3 | 356.5 |
| 95-th percentile | 449.7 |
| Maximum | 473 |
| Range | 472 |
| Interquartile range (IQR) | 236 |
Descriptive statistics
| Standard deviation | 136.80106 |
|---|---|
| Coefficient of variation (CV) | 0.57508413 |
| Kurtosis | -1.1964052 |
| Mean | 237.88009 |
| Median Absolute Deviation (MAD) | 118 |
| Skewness | -0.0092600624 |
| Sum | 111090 |
| Variance | 18714.531 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 473 | 1 | 0.2% |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 6 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| Other values (457) | 457 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 473 | 1 | |
| 472 | 1 | |
| 471 | 1 | |
| 470 | 1 | |
| 469 | 1 | |
| 468 | 1 | |
| 467 | 1 | |
| 466 | 1 | |
| 465 | 1 | |
| 464 | 1 |
FIPS
Real number (ℝ)
High correlation
| Distinct | 172 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29150.857 |
| Minimum | 8001 |
|---|---|
| Maximum | 56045 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 8001 |
|---|---|
| 5-th percentile | 8033 |
| Q1 | 8109 |
| median | 20193 |
| Q3 | 56001 |
| 95-th percentile | 56035 |
| Maximum | 56045 |
| Range | 48044 |
| Interquartile range (IQR) | 47892 |
Descriptive statistics
| Standard deviation | 18391.875 |
|---|---|
| Coefficient of variation (CV) | 0.63092059 |
| Kurtosis | -1.3278607 |
| Mean | 29150.857 |
| Median Absolute Deviation (MAD) | 12184 |
| Skewness | 0.3351868 |
| Sum | 13613450 |
| Variance | 3.3826108 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56013 | 13 | 2.8% |
| 56007 | 11 | 2.4% |
| 56035 | 9 | 1.9% |
| 56029 | 9 | 1.9% |
| 35003 | 8 | 1.7% |
| 56009 | 8 | 1.7% |
| 35053 | 7 | 1.5% |
| 56039 | 7 | 1.5% |
| 56005 | 7 | 1.5% |
| 56019 | 7 | 1.5% |
| Other values (162) | 381 |
| Value | Count | Frequency (%) |
| 8001 | 1 | 0.2% |
| 8003 | 2 | 0.4% |
| 8005 | 3 | |
| 8007 | 1 | 0.2% |
| 8009 | 5 | |
| 8013 | 1 | 0.2% |
| 8015 | 1 | 0.2% |
| 8017 | 3 | |
| 8021 | 1 | 0.2% |
| 8023 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 56045 | 4 | |
| 56043 | 5 | |
| 56041 | 2 | 0.4% |
| 56039 | 7 | |
| 56037 | 4 | |
| 56035 | 9 | |
| 56033 | 4 | |
| 56031 | 2 | 0.4% |
| 56029 | 9 | |
| 56027 | 3 | 0.6% |
STATE_ID
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| 8 | |
|---|---|
| 56 | |
| 35 | |
| 20 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.7109208 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 56 |
|---|---|
| 2nd row | 56 |
| 3rd row | 56 |
| 4th row | 56 |
| 5th row | 56 |
Common Values
| Value | Count | Frequency (%) |
| 8 | 135 | |
| 56 | 118 | |
| 35 | 108 | |
| 20 | 106 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8 | 135 | |
| 56 | 118 | |
| 35 | 108 | |
| 20 | 106 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 226 | |
| 8 | 135 | |
| 6 | 118 | |
| 3 | 108 | |
| 2 | 106 | |
| 0 | 106 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 799 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 226 | |
| 8 | 135 | |
| 6 | 118 | |
| 3 | 108 | |
| 2 | 106 | |
| 0 | 106 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 799 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 226 | |
| 8 | 135 | |
| 6 | 118 | |
| 3 | 108 | |
| 2 | 106 | |
| 0 | 106 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 799 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 226 | |
| 8 | 135 | |
| 6 | 118 | |
| 3 | 108 | |
| 2 | 106 | |
| 0 | 106 |
STATE
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| Colorado | |
|---|---|
| Wyoming | |
| New Mexico | |
| Kansas |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 7.7558887 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Wyoming |
|---|---|
| 2nd row | Wyoming |
| 3rd row | Wyoming |
| 4th row | Wyoming |
| 5th row | Wyoming |
Common Values
| Value | Count | Frequency (%) |
| Colorado | 135 | |
| Wyoming | 118 | |
| New Mexico | 108 | |
| Kansas | 106 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| colorado | 135 | |
| wyoming | 118 | |
| new | 108 | |
| mexico | 108 | |
| kansas | 106 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 631 | |
| a | 347 | 9.6% |
| i | 226 | 6.2% |
| n | 224 | 6.2% |
| e | 216 | 6.0% |
| s | 212 | 5.9% |
| r | 135 | 3.7% |
| C | 135 | 3.7% |
| l | 135 | 3.7% |
| d | 135 | 3.7% |
| Other values (11) | 1226 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3622 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 631 | |
| a | 347 | 9.6% |
| i | 226 | 6.2% |
| n | 224 | 6.2% |
| e | 216 | 6.0% |
| s | 212 | 5.9% |
| r | 135 | 3.7% |
| C | 135 | 3.7% |
| l | 135 | 3.7% |
| d | 135 | 3.7% |
| Other values (11) | 1226 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3622 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 631 | |
| a | 347 | 9.6% |
| i | 226 | 6.2% |
| n | 224 | 6.2% |
| e | 216 | 6.0% |
| s | 212 | 5.9% |
| r | 135 | 3.7% |
| C | 135 | 3.7% |
| l | 135 | 3.7% |
| d | 135 | 3.7% |
| Other values (11) | 1226 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3622 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 631 | |
| a | 347 | 9.6% |
| i | 226 | 6.2% |
| n | 224 | 6.2% |
| e | 216 | 6.0% |
| s | 212 | 5.9% |
| r | 135 | 3.7% |
| C | 135 | 3.7% |
| l | 135 | 3.7% |
| d | 135 | 3.7% |
| Other values (11) | 1226 |
COUNTY
Text
| Distinct | 161 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 13.646681 |
| Min length | 10 |
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 11.3% |
Sample
| 1st row | Uinta County |
|---|---|
| 2nd row | Lincoln County |
| 3rd row | Teton County |
| 4th row | Teton County |
| 5th row | Park County |
| Value | Count | Frequency (%) |
| county | 467 | |
| fremont | 13 | 1.3% |
| park | 12 | 1.2% |
| rio | 12 | 1.2% |
| carbon | 11 | 1.1% |
| sublette | 9 | 0.9% |
| converse | 8 | 0.8% |
| san | 8 | 0.8% |
| baca | 8 | 0.8% |
| catron | 8 | 0.8% |
| Other values (160) | 418 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 760 | |
| n | 724 | |
| t | 615 | |
| u | 545 | |
| C | 539 | |
| 507 | 8.0% | |
| y | 504 | 7.9% |
| a | 354 | 5.6% |
| e | 288 | 4.5% |
| r | 224 | 3.5% |
| Other values (39) | 1313 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6373 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 760 | |
| n | 724 | |
| t | 615 | |
| u | 545 | |
| C | 539 | |
| 507 | 8.0% | |
| y | 504 | 7.9% |
| a | 354 | 5.6% |
| e | 288 | 4.5% |
| r | 224 | 3.5% |
| Other values (39) | 1313 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6373 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 760 | |
| n | 724 | |
| t | 615 | |
| u | 545 | |
| C | 539 | |
| 507 | 8.0% | |
| y | 504 | 7.9% |
| a | 354 | 5.6% |
| e | 288 | 4.5% |
| r | 224 | 3.5% |
| Other values (39) | 1313 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6373 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 760 | |
| n | 724 | |
| t | 615 | |
| u | 545 | |
| C | 539 | |
| 507 | 8.0% | |
| y | 504 | 7.9% |
| a | 354 | 5.6% |
| e | 288 | 4.5% |
| r | 224 | 3.5% |
| Other values (39) | 1313 |
Longitude
Real number (ℝ)
High correlation Unique
| Distinct | 467 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -104.47734 |
| Minimum | -111.01186 |
|---|---|
| Maximum | -94.915421 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 467 |
| Negative (%) | 100.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | -111.01186 |
|---|---|
| 5-th percentile | -109.61022 |
| Q1 | -107.53871 |
| median | -105.30963 |
| Q3 | -102.59252 |
| 95-th percentile | -96.20034 |
| Maximum | -94.915421 |
| Range | 16.096439 |
| Interquartile range (IQR) | 4.946195 |
Descriptive statistics
| Standard deviation | 3.9984567 |
|---|---|
| Coefficient of variation (CV) | -0.038271041 |
| Kurtosis | -0.30793242 |
| Mean | -104.47734 |
| Median Absolute Deviation (MAD) | 2.3804851 |
| Skewness | 0.7466149 |
| Sum | -48790.919 |
| Variance | 15.987656 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -94.91542121 | 1 | 0.2% |
| -111.01186 | 1 | 0.2% |
| -110.982973 | 1 | 0.2% |
| -110.80649 | 1 | 0.2% |
| -110.7344173 | 1 | 0.2% |
| -110.7307901 | 1 | 0.2% |
| -110.66185 | 1 | 0.2% |
| -110.64348 | 1 | 0.2% |
| -110.595819 | 1 | 0.2% |
| -110.5769801 | 1 | 0.2% |
| Other values (457) | 457 |
| Value | Count | Frequency (%) |
| -111.01186 | 1 | |
| -110.982973 | 1 | |
| -110.80649 | 1 | |
| -110.7344173 | 1 | |
| -110.7307901 | 1 | |
| -110.66185 | 1 | |
| -110.64348 | 1 | |
| -110.595819 | 1 | |
| -110.5769801 | 1 | |
| -110.51702 | 1 |
| Value | Count | Frequency (%) |
| -94.91542121 | 1 | |
| -95.01079355 | 1 | |
| -95.18900004 | 1 | |
| -95.23890906 | 1 | |
| -95.3651564 | 1 | |
| -95.36933051 | 1 | |
| -95.37215319 | 1 | |
| -95.47712358 | 1 | |
| -95.48475339 | 1 | |
| -95.52098663 | 1 |
Latitude
Real number (ℝ)
High correlation Unique
| Distinct | 467 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.861363 |
| Minimum | 31.50637 |
|---|---|
| Maximum | 44.989732 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 31.50637 |
|---|---|
| 5-th percentile | 32.945652 |
| Q1 | 37.188095 |
| median | 38.753447 |
| Q3 | 41.039265 |
| 95-th percentile | 44.157793 |
| Maximum | 44.989732 |
| Range | 13.483362 |
| Interquartile range (IQR) | 3.85117 |
Descriptive statistics
| Standard deviation | 3.2249022 |
|---|---|
| Coefficient of variation (CV) | 0.082984793 |
| Kurtosis | -0.52820151 |
| Mean | 38.861363 |
| Median Absolute Deviation (MAD) | 1.8699929 |
| Skewness | -0.10346937 |
| Sum | 18148.257 |
| Variance | 10.399994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37.28449297 | 1 | 0.2% |
| 41.05630002 | 1 | 0.2% |
| 42.88349671 | 1 | 0.2% |
| 44.53497 | 1 | 0.2% |
| 44.43288644 | 1 | 0.2% |
| 44.80635003 | 1 | 0.2% |
| 44.09124 | 1 | 0.2% |
| 43.51083 | 1 | 0.2% |
| 44.31814975 | 1 | 0.2% |
| 43.69342003 | 1 | 0.2% |
| Other values (457) | 457 |
| Value | Count | Frequency (%) |
| 31.50637004 | 1 | |
| 31.80685194 | 1 | |
| 31.89556046 | 1 | |
| 31.93259307 | 1 | |
| 32.17824002 | 1 | |
| 32.19851001 | 1 | |
| 32.23849002 | 1 | |
| 32.27705996 | 1 | |
| 32.31215996 | 1 | |
| 32.35368689 | 1 |
| Value | Count | Frequency (%) |
| 44.98973175 | 1 | |
| 44.95772118 | 1 | |
| 44.92136235 | 1 | |
| 44.91846863 | 1 | |
| 44.84582998 | 1 | |
| 44.83989999 | 1 | |
| 44.80635003 | 1 | |
| 44.77946004 | 1 | |
| 44.7719228 | 1 | |
| 44.75683001 | 1 |
SOC
Real number (ℝ)
High correlation
| Distinct | 456 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3507623 |
| Minimum | 0.408 |
|---|---|
| Maximum | 30.473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0.408 |
|---|---|
| 5-th percentile | 0.9637 |
| Q1 | 2.7695 |
| median | 4.971 |
| Q3 | 8.7135 |
| 95-th percentile | 16.5219 |
| Maximum | 30.473 |
| Range | 30.065 |
| Interquartile range (IQR) | 5.944 |
Descriptive statistics
| Standard deviation | 5.0454091 |
|---|---|
| Coefficient of variation (CV) | 0.79445725 |
| Kurtosis | 2.4271923 |
| Mean | 6.3507623 |
| Median Absolute Deviation (MAD) | 2.619 |
| Skewness | 1.4647284 |
| Sum | 2965.806 |
| Variance | 25.456153 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.02 | 2 | 0.4% |
| 2.884 | 2 | 0.4% |
| 1.015 | 2 | 0.4% |
| 3.595 | 2 | 0.4% |
| 11.22 | 2 | 0.4% |
| 4.594 | 2 | 0.4% |
| 1.35 | 2 | 0.4% |
| 10.076 | 2 | 0.4% |
| 4.83 | 2 | 0.4% |
| 4.974 | 2 | 0.4% |
| Other values (446) | 447 |
| Value | Count | Frequency (%) |
| 0.408 | 1 | |
| 0.446 | 1 | |
| 0.462 | 1 | |
| 0.471 | 1 | |
| 0.485 | 1 | |
| 0.494 | 1 | |
| 0.5 | 1 | |
| 0.528 | 1 | |
| 0.605 | 1 | |
| 0.606 | 1 |
| Value | Count | Frequency (%) |
| 30.473 | 1 | |
| 27.984 | 1 | |
| 24.954 | 1 | |
| 23.19 | 1 | |
| 23.058 | 1 | |
| 21.644 | 1 | |
| 21.591 | 1 | |
| 21.455 | 1 | |
| 21.125 | 1 | |
| 21.076 | 1 |
DEM
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1632.0277 |
| Minimum | 258.6488 |
|---|---|
| Maximum | 3618.0242 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 258.6488 |
|---|---|
| 5-th percentile | 353.0946 |
| Q1 | 1175.3314 |
| median | 1592.8932 |
| Q3 | 2238.2736 |
| 95-th percentile | 2803.103 |
| Maximum | 3618.0242 |
| Range | 3359.3754 |
| Interquartile range (IQR) | 1062.9422 |
Descriptive statistics
| Standard deviation | 770.28769 |
|---|---|
| Coefficient of variation (CV) | 0.47198199 |
| Kurtosis | -0.81530352 |
| Mean | 1632.0277 |
| Median Absolute Deviation (MAD) | 590.4635 |
| Skewness | -0.026257609 |
| Sum | 762156.94 |
| Variance | 593343.12 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1561.74939 | 2 | 0.4% |
| 2465.521973 | 2 | 0.4% |
| 2439.060547 | 2 | 0.4% |
| 313.8303223 | 2 | 0.4% |
| 1986.571533 | 2 | 0.4% |
| 2328.449463 | 2 | 0.4% |
| 1331.444092 | 1 | 0.2% |
| 1063.505127 | 1 | 0.2% |
| 1313.987915 | 1 | 0.2% |
| 1125.764282 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 258.6488037 | 1 | |
| 269.3353577 | 1 | |
| 272.2623901 | 1 | |
| 272.6796875 | 1 | |
| 277.6633606 | 1 | |
| 293.8309326 | 1 | |
| 296.3933716 | 1 | |
| 298.0536804 | 1 | |
| 307.7427063 | 1 | |
| 313.1699219 | 1 |
| Value | Count | Frequency (%) |
| 3618.02417 | 1 | |
| 3471.049316 | 1 | |
| 3376.358154 | 1 | |
| 3376.141846 | 1 | |
| 3232.158203 | 1 | |
| 3124.866211 | 1 | |
| 3123.391602 | 1 | |
| 3111.41333 | 1 | |
| 3109.554443 | 1 | |
| 3095.490479 | 1 |
Aspect
Real number (ℝ)
| Distinct | 461 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.33736 |
| Minimum | 86.894569 |
|---|---|
| Maximum | 255.83353 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 86.894569 |
|---|---|
| 5-th percentile | 129.9651 |
| Q1 | 148.79188 |
| median | 164.04301 |
| Q3 | 178.81433 |
| 95-th percentile | 208.20043 |
| Maximum | 255.83353 |
| Range | 168.93896 |
| Interquartile range (IQR) | 30.022453 |
Descriptive statistics
| Standard deviation | 24.383587 |
|---|---|
| Coefficient of variation (CV) | 0.14747779 |
| Kurtosis | 0.98005857 |
| Mean | 165.33736 |
| Median Absolute Deviation (MAD) | 15.235626 |
| Skewness | 0.54757918 |
| Sum | 77212.546 |
| Variance | 594.55934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 138.082428 | 2 | 0.4% |
| 136.4089966 | 2 | 0.4% |
| 153.8435516 | 2 | 0.4% |
| 176.8919983 | 2 | 0.4% |
| 175.594574 | 2 | 0.4% |
| 219.6880188 | 2 | 0.4% |
| 170.2262115 | 1 | 0.2% |
| 164.7299347 | 1 | 0.2% |
| 197.0122223 | 1 | 0.2% |
| 172.140686 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 86.8945694 | 1 | |
| 106.511261 | 1 | |
| 110.139595 | 1 | |
| 110.2962875 | 1 | |
| 115.2586517 | 1 | |
| 117.2919388 | 1 | |
| 118.9809952 | 1 | |
| 120.0071259 | 1 | |
| 120.4855576 | 1 | |
| 121.1834183 | 1 |
| Value | Count | Frequency (%) |
| 255.8335266 | 1 | |
| 254.6745758 | 1 | |
| 250.3361969 | 1 | |
| 250.1024017 | 1 | |
| 234.4831238 | 1 | |
| 232.394577 | 1 | |
| 229.5141144 | 1 | |
| 224.0729828 | 1 | |
| 223.6387939 | 1 | |
| 223.1869812 | 1 |
Slope
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8398913 |
| Minimum | 0.64925271 |
|---|---|
| Maximum | 26.104162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0.64925271 |
|---|---|
| 5-th percentile | 0.93178515 |
| Q1 | 1.4506671 |
| median | 2.7266774 |
| Q3 | 7.1352777 |
| 95-th percentile | 14.746026 |
| Maximum | 26.104162 |
| Range | 25.45491 |
| Interquartile range (IQR) | 5.6846106 |
Descriptive statistics
| Standard deviation | 4.7031429 |
|---|---|
| Coefficient of variation (CV) | 0.97174558 |
| Kurtosis | 2.4021878 |
| Mean | 4.8398913 |
| Median Absolute Deviation (MAD) | 1.5953804 |
| Skewness | 1.6249347 |
| Sum | 2260.2292 |
| Variance | 22.119553 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.469407558 | 2 | 0.4% |
| 10.10852718 | 2 | 0.4% |
| 3.570212603 | 2 | 0.4% |
| 2.361840725 | 2 | 0.4% |
| 4.573308945 | 2 | 0.4% |
| 10.4627409 | 2 | 0.4% |
| 1.872875452 | 1 | 0.2% |
| 1.025621295 | 1 | 0.2% |
| 1.252177596 | 1 | 0.2% |
| 1.311453462 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 0.649252713 | 1 | |
| 0.753047287 | 1 | |
| 0.781253636 | 1 | |
| 0.785101414 | 1 | |
| 0.789641201 | 1 | |
| 0.800130606 | 1 | |
| 0.805040777 | 1 | |
| 0.817521036 | 1 | |
| 0.835930109 | 1 | |
| 0.858109653 | 1 |
| Value | Count | Frequency (%) |
| 26.10416222 | 1 | |
| 24.94082069 | 1 | |
| 20.80967331 | 1 | |
| 20.4222908 | 1 | |
| 20.31998825 | 1 | |
| 19.7778759 | 1 | |
| 19.34244156 | 1 | |
| 19.16675568 | 1 | |
| 18.98168182 | 1 | |
| 18.61675262 | 1 |
TPI
Real number (ℝ)
| Distinct | 461 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0093653942 |
| Minimum | -26.708651 |
|---|---|
| Maximum | 16.706257 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 238 |
| Negative (%) | 51.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | -26.708651 |
|---|---|
| 5-th percentile | -5.2779879 |
| Q1 | -0.80491722 |
| median | -0.042385288 |
| Q3 | 0.86288306 |
| 95-th percentile | 6.272398 |
| Maximum | 16.706257 |
| Range | 43.414907 |
| Interquartile range (IQR) | 1.6678003 |
Descriptive statistics
| Standard deviation | 3.5782994 |
|---|---|
| Coefficient of variation (CV) | 382.07675 |
| Kurtosis | 10.679155 |
| Mean | 0.0093653942 |
| Median Absolute Deviation (MAD) | 0.84350365 |
| Skewness | -1.0926743 |
| Sum | 4.3736391 |
| Variance | 12.804226 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -2.700242758 | 2 | 0.4% |
| 8.48152256 | 2 | 0.4% |
| -2.728082418 | 2 | 0.4% |
| -0.885888934 | 2 | 0.4% |
| 1.805906773 | 2 | 0.4% |
| 0.551476836 | 2 | 0.4% |
| -0.133461028 | 1 | 0.2% |
| 0.251985759 | 1 | 0.2% |
| 1.17921257 | 1 | 0.2% |
| 0.977267027 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| -26.70865059 | 1 | |
| -16.92754936 | 1 | |
| -14.92387867 | 1 | |
| -13.91132736 | 1 | |
| -12.696311 | 1 | |
| -11.65337181 | 1 | |
| -11.63264465 | 1 | |
| -10.73035431 | 1 | |
| -9.535725594 | 1 | |
| -9.479537964 | 1 |
| Value | Count | Frequency (%) |
| 16.70625687 | 1 | |
| 11.70857334 | 1 | |
| 10.79698753 | 1 | |
| 10.26024818 | 1 | |
| 10.1651659 | 1 | |
| 9.453812599 | 1 | |
| 9.318076134 | 1 | |
| 9.142570496 | 1 | |
| 9.017038345 | 1 | |
| 8.48152256 | 2 |
KFactor
Real number (ℝ)
High correlation
| Distinct | 383 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25583092 |
| Minimum | 0.050000001 |
|---|---|
| Maximum | 0.43000001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0.050000001 |
|---|---|
| 5-th percentile | 0.10320121 |
| Q1 | 0.19333572 |
| median | 0.28 |
| Q3 | 0.31999999 |
| 95-th percentile | 0.37000001 |
| Maximum | 0.43000001 |
| Range | 0.38000001 |
| Interquartile range (IQR) | 0.12666427 |
Descriptive statistics
| Standard deviation | 0.085746309 |
|---|---|
| Coefficient of variation (CV) | 0.33516789 |
| Kurtosis | -0.64690782 |
| Mean | 0.25583092 |
| Median Absolute Deviation (MAD) | 0.054399997 |
| Skewness | -0.53879785 |
| Sum | 119.47304 |
| Variance | 0.0073524295 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.319999993 | 53 | 11.3% |
| 0.370000005 | 10 | 2.1% |
| 0.200000003 | 7 | 1.5% |
| 0.280000001 | 6 | 1.3% |
| 0.170000002 | 4 | 0.9% |
| 0.359285712 | 2 | 0.4% |
| 0.260937512 | 2 | 0.4% |
| 0.106701031 | 2 | 0.4% |
| 0.12565656 | 2 | 0.4% |
| 0.116666667 | 2 | 0.4% |
| Other values (373) | 377 |
| Value | Count | Frequency (%) |
| 0.050000001 | 2 | |
| 0.05102041 | 1 | |
| 0.053296704 | 1 | |
| 0.05468085 | 1 | |
| 0.055 | 1 | |
| 0.058526315 | 1 | |
| 0.059 | 1 | |
| 0.059500001 | 1 | |
| 0.05979592 | 1 | |
| 0.064130433 | 1 |
| Value | Count | Frequency (%) |
| 0.430000007 | 1 | |
| 0.412197798 | 1 | |
| 0.411818177 | 1 | |
| 0.410430104 | 1 | |
| 0.403950632 | 1 | |
| 0.392098755 | 1 | |
| 0.388297886 | 1 | |
| 0.38595745 | 1 | |
| 0.384375006 | 1 | |
| 0.377499998 | 1 |
MAP
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.85489 |
| Minimum | 193.91322 |
|---|---|
| Maximum | 1128.1145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 193.91322 |
|---|---|
| 5-th percentile | 261.76863 |
| Q1 | 354.18263 |
| median | 433.79749 |
| Q3 | 590.73346 |
| 95-th percentile | 927.77014 |
| Maximum | 1128.1145 |
| Range | 934.20128 |
| Interquartile range (IQR) | 236.55083 |
Descriptive statistics
| Standard deviation | 207.08874 |
|---|---|
| Coefficient of variation (CV) | 0.41347054 |
| Kurtosis | 0.44960916 |
| Mean | 500.85489 |
| Median Absolute Deviation (MAD) | 102.84637 |
| Skewness | 1.0755008 |
| Sum | 233899.23 |
| Variance | 42885.747 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 369.6527405 | 2 | 0.4% |
| 489.2418823 | 2 | 0.4% |
| 244.2666168 | 2 | 0.4% |
| 927.7701416 | 2 | 0.4% |
| 261.5091248 | 2 | 0.4% |
| 508.8981934 | 2 | 0.4% |
| 401.3128357 | 1 | 0.2% |
| 342.2649231 | 1 | 0.2% |
| 414.9378967 | 1 | 0.2% |
| 361.6979065 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 193.9132233 | 1 | |
| 194.2818298 | 1 | |
| 195.2479248 | 1 | |
| 201.5090637 | 1 | |
| 204.9618225 | 1 | |
| 205.0567932 | 1 | |
| 206.8027039 | 1 | |
| 207.0542603 | 1 | |
| 210.6248474 | 1 | |
| 229.827774 | 1 |
| Value | Count | Frequency (%) |
| 1128.114502 | 1 | |
| 1126.816528 | 1 | |
| 1121.274414 | 1 | |
| 1115.609253 | 1 | |
| 1109.410767 | 1 | |
| 1099.34082 | 1 | |
| 1098.397339 | 1 | |
| 1080.718384 | 1 | |
| 1060.175659 | 1 | |
| 1043.991333 | 1 |
MAT
Real number (ℝ)
High correlation
| Distinct | 460 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8795061 |
| Minimum | -0.5910638 |
|---|---|
| Maximum | 16.874287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6 |
| Negative (%) | 1.3% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | -0.5910638 |
|---|---|
| 5-th percentile | 1.6072865 |
| Q1 | 5.869745 |
| median | 9.1728353 |
| Q3 | 12.444286 |
| 95-th percentile | 14.625114 |
| Maximum | 16.874287 |
| Range | 17.46535 |
| Interquartile range (IQR) | 6.5745409 |
Descriptive statistics
| Standard deviation | 4.1024038 |
|---|---|
| Coefficient of variation (CV) | 0.46200811 |
| Kurtosis | -0.82904937 |
| Mean | 8.8795061 |
| Median Absolute Deviation (MAD) | 3.2931414 |
| Skewness | -0.28000736 |
| Sum | 4146.7293 |
| Variance | 16.829717 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.056969643 | 2 | 0.4% |
| 5.51282835 | 2 | 0.4% |
| 3.173333406 | 2 | 0.4% |
| 2.535979271 | 2 | 0.4% |
| 11.69946766 | 2 | 0.4% |
| 7.075252533 | 2 | 0.4% |
| 6.232395649 | 2 | 0.4% |
| 14.73075008 | 1 | 0.2% |
| 16.87428665 | 1 | 0.2% |
| 13.59955025 | 1 | 0.2% |
| Other values (450) | 450 |
| Value | Count | Frequency (%) |
| -0.591063797 | 1 | |
| -0.342474163 | 1 | |
| -0.309166729 | 1 | |
| -0.213022023 | 1 | |
| -0.143489569 | 1 | |
| -0.103999995 | 1 | |
| 0.382888913 | 1 | |
| 0.470781118 | 1 | |
| 0.702472448 | 1 | |
| 0.758826554 | 1 |
| Value | Count | Frequency (%) |
| 16.87428665 | 1 | |
| 16.74279022 | 1 | |
| 16.67824936 | 1 | |
| 16.67785645 | 1 | |
| 16.30372429 | 1 | |
| 16.19720078 | 1 | |
| 15.98961067 | 1 | |
| 15.97299957 | 1 | |
| 15.94797993 | 1 | |
| 15.7054081 | 1 |
NDVI
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.43683634 |
| Minimum | 0.14243349 |
|---|---|
| Maximum | 0.79699218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0.14243349 |
|---|---|
| 5-th percentile | 0.19198515 |
| Q1 | 0.30828179 |
| median | 0.4171764 |
| Q3 | 0.55662274 |
| 95-th percentile | 0.72166095 |
| Maximum | 0.79699218 |
| Range | 0.65455869 |
| Interquartile range (IQR) | 0.24834095 |
Descriptive statistics
| Standard deviation | 0.16185364 |
|---|---|
| Coefficient of variation (CV) | 0.37051322 |
| Kurtosis | -0.91757304 |
| Mean | 0.43683634 |
| Median Absolute Deviation (MAD) | 0.13083699 |
| Skewness | 0.22411246 |
| Sum | 204.00257 |
| Variance | 0.0261966 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.376411051 | 2 | 0.4% |
| 0.531961083 | 2 | 0.4% |
| 0.259133458 | 2 | 0.4% |
| 0.796992183 | 2 | 0.4% |
| 0.218770355 | 2 | 0.4% |
| 0.573623061 | 2 | 0.4% |
| 0.285669565 | 1 | 0.2% |
| 0.270067871 | 1 | 0.2% |
| 0.301019162 | 1 | 0.2% |
| 0.280647784 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 0.142433494 | 1 | |
| 0.148967952 | 1 | |
| 0.153097853 | 1 | |
| 0.162046626 | 1 | |
| 0.162069917 | 1 | |
| 0.163638309 | 1 | |
| 0.164828882 | 1 | |
| 0.165527865 | 1 | |
| 0.167451352 | 1 | |
| 0.169441774 | 1 |
| Value | Count | Frequency (%) |
| 0.796992183 | 2 | |
| 0.781474531 | 1 | |
| 0.773537636 | 1 | |
| 0.770299137 | 1 | |
| 0.755763054 | 1 | |
| 0.750859082 | 1 | |
| 0.750725389 | 1 | |
| 0.749037266 | 1 | |
| 0.746697128 | 1 | |
| 0.737809896 | 1 |
SiltClay
Real number (ℝ)
High correlation
| Distinct | 459 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.812998 |
| Minimum | 9.1619568 |
|---|---|
| Maximum | 89.834412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 9.1619568 |
|---|---|
| 5-th percentile | 27.003928 |
| Q1 | 42.933439 |
| median | 52.194 |
| Q3 | 62.878475 |
| 95-th percentile | 82.939333 |
| Maximum | 89.834412 |
| Range | 80.672455 |
| Interquartile range (IQR) | 19.945036 |
Descriptive statistics
| Standard deviation | 17.213748 |
|---|---|
| Coefficient of variation (CV) | 0.31988085 |
| Kurtosis | -0.32872154 |
| Mean | 53.812998 |
| Median Absolute Deviation (MAD) | 9.9434967 |
| Skewness | 0.10948128 |
| Sum | 25130.67 |
| Variance | 296.3131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31.89999962 | 2 | 0.4% |
| 54.03131485 | 2 | 0.4% |
| 88.55212402 | 2 | 0.4% |
| 42 | 2 | 0.4% |
| 33.08124924 | 2 | 0.4% |
| 53.33737564 | 2 | 0.4% |
| 31.43030357 | 2 | 0.4% |
| 58.14123535 | 2 | 0.4% |
| 67.48787689 | 1 | 0.2% |
| 41.32395935 | 1 | 0.2% |
| Other values (449) | 449 |
| Value | Count | Frequency (%) |
| 9.161956787 | 1 | |
| 9.253535271 | 1 | |
| 10.70105267 | 1 | |
| 12.74591827 | 1 | |
| 13.47474766 | 1 | |
| 13.82199955 | 1 | |
| 14.82857132 | 1 | |
| 14.99354839 | 1 | |
| 17.39800072 | 1 | |
| 17.69052696 | 1 |
| Value | Count | Frequency (%) |
| 89.83441162 | 1 | |
| 88.55212402 | 2 | |
| 88.5 | 1 | |
| 88.42424011 | 1 | |
| 88.42021179 | 1 | |
| 87.80515289 | 1 | |
| 87.71546173 | 1 | |
| 87.42795563 | 1 | |
| 87.1631546 | 1 | |
| 87.06046295 | 1 |
NLCD
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| Herbaceous | |
|---|---|
| Shrubland | |
| Planted/Cultivated | |
| Forest |
Length
| Max length | 18 |
|---|---|
| Median length | 10 |
| Mean length | 10.593148 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Shrubland |
|---|---|
| 2nd row | Shrubland |
| 3rd row | Forest |
| 4th row | Forest |
| 5th row | Forest |
Common Values
| Value | Count | Frequency (%) |
| Herbaceous | 150 | |
| Shrubland | 127 | |
| Planted/Cultivated | 97 | |
| Forest | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| herbaceous | 150 | |
| shrubland | 127 | |
| planted/cultivated | 97 | |
| forest | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 587 | |
| a | 471 | 9.5% |
| t | 384 | 7.8% |
| u | 374 | 7.6% |
| r | 370 | 7.5% |
| d | 321 | 6.5% |
| l | 321 | 6.5% |
| b | 277 | 5.6% |
| s | 243 | 4.9% |
| o | 243 | 4.9% |
| Other values (11) | 1356 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4947 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 587 | |
| a | 471 | 9.5% |
| t | 384 | 7.8% |
| u | 374 | 7.6% |
| r | 370 | 7.5% |
| d | 321 | 6.5% |
| l | 321 | 6.5% |
| b | 277 | 5.6% |
| s | 243 | 4.9% |
| o | 243 | 4.9% |
| Other values (11) | 1356 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4947 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 587 | |
| a | 471 | 9.5% |
| t | 384 | 7.8% |
| u | 374 | 7.6% |
| r | 370 | 7.5% |
| d | 321 | 6.5% |
| l | 321 | 6.5% |
| b | 277 | 5.6% |
| s | 243 | 4.9% |
| o | 243 | 4.9% |
| Other values (11) | 1356 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4947 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 587 | |
| a | 471 | 9.5% |
| t | 384 | 7.8% |
| u | 374 | 7.6% |
| r | 370 | 7.5% |
| d | 321 | 6.5% |
| l | 321 | 6.5% |
| b | 277 | 5.6% |
| s | 243 | 4.9% |
| o | 243 | 4.9% |
| Other values (11) | 1356 |
FRG
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| Fire Regime Group II | |
|---|---|
| Fire Regime Group III | |
| Fire Regime Group IV | |
| Fire Regime Group I | 19 |
| Fire Regime Group V | 18 |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 20.089936 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fire Regime Group IV |
|---|---|
| 2nd row | Fire Regime Group IV |
| 3rd row | Fire Regime Group V |
| 4th row | Fire Regime Group V |
| 5th row | Fire Regime Group V |
Common Values
| Value | Count | Frequency (%) |
| Fire Regime Group II | 250 | |
| Fire Regime Group III | 100 | 21.4% |
| Fire Regime Group IV | 73 | 15.6% |
| Fire Regime Group I | 19 | 4.1% |
| Fire Regime Group V | 18 | 3.9% |
| Indeterminate FRG | 7 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fire | 460 | |
| regime | 460 | |
| group | 460 | |
| ii | 250 | |
| iii | 100 | 5.4% |
| iv | 73 | 3.9% |
| i | 19 | 1.0% |
| v | 18 | 1.0% |
| indeterminate | 7 | 0.4% |
| frg | 7 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1401 | |
| 1387 | ||
| r | 927 | |
| i | 927 | |
| I | 899 | |
| F | 467 | 5.0% |
| m | 467 | 5.0% |
| G | 467 | 5.0% |
| R | 467 | 5.0% |
| g | 460 | 4.9% |
| Other values (8) | 1513 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9382 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1401 | |
| 1387 | ||
| r | 927 | |
| i | 927 | |
| I | 899 | |
| F | 467 | 5.0% |
| m | 467 | 5.0% |
| G | 467 | 5.0% |
| R | 467 | 5.0% |
| g | 460 | 4.9% |
| Other values (8) | 1513 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9382 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1401 | |
| 1387 | ||
| r | 927 | |
| i | 927 | |
| I | 899 | |
| F | 467 | 5.0% |
| m | 467 | 5.0% |
| G | 467 | 5.0% |
| R | 467 | 5.0% |
| g | 460 | 4.9% |
| Other values (8) | 1513 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9382 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1401 | |
| 1387 | ||
| r | 927 | |
| i | 927 | |
| I | 899 | |
| F | 467 | 5.0% |
| m | 467 | 5.0% |
| G | 467 | 5.0% |
| R | 467 | 5.0% |
| g | 460 | 4.9% |
| Other values (8) | 1513 |
Interactions
Correlations
| Aspect | DEM | FIPS | FRG | ID | KFactor | Latitude | Longitude | MAP | MAT | NDVI | NLCD | SOC | STATE | STATE_ID | SiltClay | Slope | TPI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Aspect | 1.000 | 0.229 | 0.021 | 0.228 | -0.252 | -0.084 | -0.006 | -0.252 | 0.112 | -0.195 | 0.125 | 0.250 | 0.086 | 0.136 | 0.136 | -0.061 | 0.319 | 0.060 |
| DEM | 0.229 | 1.000 | 0.019 | 0.410 | -0.793 | -0.570 | 0.103 | -0.793 | -0.205 | -0.811 | -0.029 | 0.577 | 0.090 | 0.574 | 0.574 | -0.446 | 0.734 | -0.000 |
| FIPS | 0.021 | 0.019 | 1.000 | 0.420 | -0.353 | 0.149 | 0.293 | -0.353 | -0.311 | -0.129 | -0.340 | 0.457 | -0.109 | 1.000 | 1.000 | -0.151 | 0.091 | 0.006 |
| FRG | 0.228 | 0.410 | 0.420 | 1.000 | 0.430 | 0.243 | 0.300 | 0.409 | 0.260 | 0.413 | 0.239 | 0.518 | 0.123 | 0.420 | 0.420 | 0.207 | 0.360 | 0.249 |
| ID | -0.252 | -0.793 | -0.353 | 0.430 | 1.000 | 0.386 | -0.165 | 1.000 | 0.431 | 0.638 | 0.297 | 0.534 | 0.079 | 0.600 | 0.600 | 0.388 | -0.662 | 0.015 |
| KFactor | -0.084 | -0.570 | 0.149 | 0.243 | 0.386 | 1.000 | 0.120 | 0.386 | 0.063 | 0.344 | -0.041 | 0.301 | 0.044 | 0.358 | 0.358 | 0.596 | -0.402 | -0.030 |
| Latitude | -0.006 | 0.103 | 0.293 | 0.300 | -0.165 | 0.120 | 1.000 | -0.165 | -0.007 | -0.606 | 0.202 | 0.352 | 0.282 | 0.813 | 0.813 | -0.032 | 0.187 | -0.025 |
| Longitude | -0.252 | -0.793 | -0.353 | 0.409 | 1.000 | 0.386 | -0.165 | 1.000 | 0.431 | 0.638 | 0.297 | 0.537 | 0.079 | 0.620 | 0.620 | 0.388 | -0.662 | 0.015 |
| MAP | 0.112 | -0.205 | -0.311 | 0.260 | 0.431 | 0.063 | -0.007 | 0.431 | 1.000 | 0.067 | 0.852 | 0.405 | 0.574 | 0.411 | 0.411 | 0.435 | 0.065 | 0.165 |
| MAT | -0.195 | -0.811 | -0.129 | 0.413 | 0.638 | 0.344 | -0.606 | 0.638 | 0.067 | 1.000 | -0.197 | 0.469 | -0.293 | 0.595 | 0.595 | 0.291 | -0.652 | 0.002 |
| NDVI | 0.125 | -0.029 | -0.340 | 0.239 | 0.297 | -0.041 | 0.202 | 0.297 | 0.852 | -0.197 | 1.000 | 0.463 | 0.648 | 0.384 | 0.384 | 0.299 | 0.183 | 0.124 |
| NLCD | 0.250 | 0.577 | 0.457 | 0.518 | 0.534 | 0.301 | 0.352 | 0.537 | 0.405 | 0.469 | 0.463 | 1.000 | 0.264 | 0.457 | 0.457 | 0.376 | 0.492 | 0.317 |
| SOC | 0.086 | 0.090 | -0.109 | 0.123 | 0.079 | 0.044 | 0.282 | 0.079 | 0.574 | -0.293 | 0.648 | 0.264 | 1.000 | 0.230 | 0.230 | 0.289 | 0.291 | 0.059 |
| STATE | 0.136 | 0.574 | 1.000 | 0.420 | 0.600 | 0.358 | 0.813 | 0.620 | 0.411 | 0.595 | 0.384 | 0.457 | 0.230 | 1.000 | 1.000 | 0.482 | 0.312 | 0.178 |
| STATE_ID | 0.136 | 0.574 | 1.000 | 0.420 | 0.600 | 0.358 | 0.813 | 0.620 | 0.411 | 0.595 | 0.384 | 0.457 | 0.230 | 1.000 | 1.000 | 0.482 | 0.312 | 0.178 |
| SiltClay | -0.061 | -0.446 | -0.151 | 0.207 | 0.388 | 0.596 | -0.032 | 0.388 | 0.435 | 0.291 | 0.299 | 0.376 | 0.289 | 0.482 | 0.482 | 1.000 | -0.177 | -0.032 |
| Slope | 0.319 | 0.734 | 0.091 | 0.360 | -0.662 | -0.402 | 0.187 | -0.662 | 0.065 | -0.652 | 0.183 | 0.492 | 0.291 | 0.312 | 0.312 | -0.177 | 1.000 | 0.039 |
| TPI | 0.060 | -0.000 | 0.006 | 0.249 | 0.015 | -0.030 | -0.025 | 0.015 | 0.165 | 0.002 | 0.124 | 0.317 | 0.059 | 0.178 | 0.178 | -0.032 | 0.039 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| ID | FIPS | STATE_ID | STATE | COUNTY | Longitude | Latitude | SOC | DEM | Aspect | Slope | TPI | KFactor | MAP | MAT | NDVI | SiltClay | NLCD | FRG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 56041 | 56 | Wyoming | Uinta County | -111.011860 | 41.056300 | 15.763 | 2229.078613 | 159.187744 | 5.671615 | -0.085724 | 0.320000 | 468.324493 | 4.595169 | 0.413939 | 64.842697 | Shrubland | Fire Regime Group IV |
| 1 | 2 | 56023 | 56 | Wyoming | Lincoln County | -110.982973 | 42.883497 | 15.883 | 1889.400146 | 156.878555 | 8.913812 | 4.559132 | 0.261212 | 536.352173 | 3.859924 | 0.693953 | 72.004547 | Shrubland | Fire Regime Group IV |
| 2 | 3 | 56039 | 56 | Wyoming | Teton County | -110.806490 | 44.534970 | 18.142 | 2423.048340 | 168.612350 | 4.774805 | 2.605887 | 0.216200 | 859.550903 | 0.885500 | 0.546603 | 57.187000 | Forest | Fire Regime Group V |
| 3 | 4 | 56039 | 56 | Wyoming | Teton County | -110.734417 | 44.432886 | 10.745 | 2484.282715 | 198.353622 | 7.121811 | 5.146931 | 0.181667 | 869.472412 | 0.470781 | 0.619101 | 54.991665 | Forest | Fire Regime Group V |
| 4 | 5 | 56029 | 56 | Wyoming | Park County | -110.730790 | 44.806350 | 10.479 | 2396.194580 | 201.321487 | 7.949864 | 3.755706 | 0.125510 | 802.974304 | 0.758827 | 0.584472 | 51.228573 | Forest | Fire Regime Group V |
| 5 | 6 | 56039 | 56 | Wyoming | Teton County | -110.661850 | 44.091240 | 16.987 | 2360.572998 | 208.973160 | 9.663215 | 6.502156 | 0.268222 | 1121.274414 | 1.358667 | 0.602835 | 45.020000 | Forest | Fire Regime Group V |
| 6 | 7 | 56039 | 56 | Wyoming | Teton County | -110.643480 | 43.510830 | 24.954 | 2254.791260 | 254.674576 | 8.940430 | -9.383187 | 0.184316 | 610.850586 | 2.818789 | 0.522561 | 50.295788 | Forest | Fire Regime Group IV |
| 7 | 8 | 56039 | 56 | Wyoming | Teton County | -110.595819 | 44.318150 | 6.288 | 2496.393555 | 189.527313 | 12.582950 | 6.333541 | 0.203889 | 1109.410767 | 0.382889 | 0.463773 | 52.413334 | Shrubland | Fire Regime Group V |
| 8 | 9 | 56039 | 56 | Wyoming | Teton County | -110.576980 | 43.693420 | 21.455 | 2238.686768 | 234.483124 | 9.681411 | 1.090585 | 0.319785 | 817.940308 | 2.100484 | 0.652541 | 49.159142 | Forest | Fire Regime Group IV |
| 9 | 10 | 56035 | 56 | Wyoming | Sublette County | -110.517020 | 43.179390 | 21.644 | 2228.609863 | 152.179275 | 15.030870 | -6.786053 | 0.058526 | 561.035522 | 1.942737 | 0.691703 | 44.122105 | Forest | Fire Regime Group IV |
| ID | FIPS | STATE_ID | STATE | COUNTY | Longitude | Latitude | SOC | DEM | Aspect | Slope | TPI | KFactor | MAP | MAT | NDVI | SiltClay | NLCD | FRG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 461 | 464 | 20005 | 20 | Kansas | Atchison County | -95.520987 | 39.560816 | 10.728 | 323.997589 | 180.009308 | 1.858106 | 0.330125 | 0.311263 | 937.009888 | 12.218053 | 0.726083 | 74.167366 | Planted/Cultivated | Fire Regime Group II |
| 462 | 465 | 20087 | 20 | Kansas | Jefferson County | -95.484753 | 39.138297 | 12.903 | 296.393372 | 184.402405 | 3.371665 | 3.368828 | 0.368571 | 954.425293 | 12.450238 | 0.750859 | 79.306351 | Planted/Cultivated | Fire Regime Group II |
| 463 | 466 | 20099 | 20 | Kansas | Labette County | -95.477124 | 37.261982 | 7.256 | 272.679688 | 185.040390 | 1.429968 | 1.074459 | 0.325529 | 1099.340820 | 13.748117 | 0.694314 | 77.164703 | Planted/Cultivated | Fire Regime Group I |
| 464 | 467 | 20013 | 20 | Kansas | Brown County | -95.372153 | 39.882329 | 7.500 | 313.830322 | 176.891998 | 2.361841 | -0.885889 | 0.280000 | 927.770142 | 11.699468 | 0.796992 | 88.552124 | Planted/Cultivated | Fire Regime Group II |
| 465 | 468 | 20099 | 20 | Kansas | Labette County | -95.369331 | 37.123240 | 13.147 | 269.335358 | 177.458923 | 1.011653 | -0.160641 | 0.385957 | 1115.609253 | 13.939947 | 0.673386 | 81.658508 | Planted/Cultivated | Fire Regime Group II |
| 466 | 469 | 20013 | 20 | Kansas | Brown County | -95.365156 | 39.847988 | 6.433 | 313.830322 | 176.891998 | 2.361841 | -0.885889 | 0.280000 | 927.770142 | 11.699468 | 0.796992 | 88.552124 | Planted/Cultivated | Fire Regime Group II |
| 467 | 470 | 20133 | 20 | Kansas | Neosho County | -95.238909 | 37.691421 | 8.780 | 293.830933 | 184.420074 | 1.390749 | 0.609901 | 0.358791 | 1098.397339 | 13.642802 | 0.721526 | 83.907692 | Planted/Cultivated | Fire Regime Group II |
| 468 | 471 | 20001 | 20 | Kansas | Allen County | -95.189000 | 37.931230 | 10.672 | 323.660980 | 147.165680 | 1.067160 | 0.519572 | 0.342211 | 1080.718384 | 13.425895 | 0.690666 | 74.418945 | Planted/Cultivated | Fire Regime Group II |
| 469 | 472 | 20043 | 20 | Kansas | Doniphan County | -95.010794 | 39.811306 | 4.488 | 298.053680 | 173.346512 | 3.145534 | 1.119382 | 0.287957 | 935.529480 | 11.802634 | 0.773538 | 89.834412 | Planted/Cultivated | Fire Regime Group II |
| 470 | 473 | 20021 | 20 | Kansas | Cherokee County | -94.915421 | 37.284493 | 6.975 | 272.262390 | 194.963684 | 0.917755 | -0.256961 | 0.192603 | 1126.816528 | 13.849932 | 0.661758 | 79.964386 | Planted/Cultivated | Fire Regime Group V |